MK Sistem Kendali Cerdas
Identitas
Kode : TKE194941 Sistem Kendali Cerdas
SKS : 3 SKS
Jadwal:
Kelas A : Ruang E-201, Jum'at 13.55, 3 mhs
Metode: Case-based dan Project-based Learning
Semester Mata Kuliah: 6
Sifat Mata Kuliah: Teknik Elektro Pendalaman (TED)
Materi
Pendahuluan
Dasar-dasar Logika Fuzzy
Sistem Inferensi Fuzzy
Sistem Inferensi Fuzzy untuk Sistem Kendali
Proyek Sistem Inferensi Fuzzy untuk Sistem Kendali
Proyek Sistem Inferensi Fuzzy untuk Sistem Kendali
Pendahuluan Neural Network
Neural Network dalam Sistem Kendali
Neural Network dalam Sistem Kendali
Neural Network dalam Sistem Kendali
Sistem Neuro-Fuzzy
Sistem Neuro-Fuzzy untuk Sistem Kendali
Proyek Sistem Neuro-Fuzzy untuk Sistem Kendali
Proyek Sistem Neuro-Fuzzy untuk Sistem Kendali
Referensi Utama
Referensi Tambahan
Adedeji Bodunde Badiru, Fuzzy Engineering Expert Systems With Neural Network Applications
Software Links
Video Links
E-learning Link
Neuro-fuzzy in Python
Libraries
numpy
conda install -c conda-forge numpy
,pip install numpy
scipy
conda install -c conda-forge scipy
,pip install scipy
scikit fuzzy
conda install -c conda-forge scikit-fuzzy
,pip install scikit-fuzzy
scikit learn
conda install -c conda-forge scikit-learn
,pip install scikit-learn
fuzzylite
pip install pyfuzzylite
pandas
conda install -c conda-forge pandas
,pip install pandas
statsmodels
conda install -c conda-forge statsmodels
,pip install statsmodels
keras
conda install -c conda-forge keras
,pip install keras
anfis
pip install anfis
bokeh
conda install -c conda-forge bokeh
,pip install bokeh
fuzzycmeans
pip install fuzzycmeans
Downgrade Python for installing keras and tensorflow
python --version
conda search python
: check installed version of pythonconda install python=3.6.0
: downgrade to your preferred python
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